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Zephyr 7B Gemma V0.1 by HuggingFaceH4

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Zephyr 7B Gemma V0.1 is an open-source language model by HuggingFaceH4. Features: 7b LLM, VRAM: 17.1GB, Context: 8K, License: other, LLM Explorer Score: 0.18, Arc: 57.9, HellaSwag: 82.9, MMLU: 59, GSM8K: 44.1.

  Arxiv:2310.16944   Alignment-handbook Base model:finetune:huggingfac... Base model:huggingfaceh4/zephy...   Conversational   Dataset:argilla/dpo-mix-7k   Dpo   Endpoints compatible   Gemma   Generated from trainer   Model-index   Region:us   Safetensors   Sharded   Tensorboard   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-v0.1 

Zephyr 7B Gemma V0.1 Benchmarks

LLME Score: 0.18481
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Zephyr 7B Gemma V0.1 (HuggingFaceH4/zephyr-7b-gemma-v0.1)

Zephyr 7B Gemma V0.1 Parameters and Internals

Model Type 
text generation
Additional Notes 
Model is likely to generate problematic outputs since it was not aligned for safety with RLHF.
Supported Languages 
primarily_english (full proficiency)
Training Details 
Data Sources:
argilla/dpo-mix-7k
Methodology:
Direct Preference Optimization (DPO), fine-tuned on synthetic datasets
Model Architecture:
GPT-like architecture, fine-tuned variant
LLM NameZephyr 7B Gemma V0.1
Repository 🤗https://huggingface.co/HuggingFaceH4/zephyr-7b-gemma-v0.1 
Base Model(s)  HuggingFaceH4/zephyr-7b-gemma-sft-v0.1   HuggingFaceH4/zephyr-7b-gemma-sft-v0.1
Model Size7b
Required VRAM17.1 GB
Updated2026-07-24
MaintainerHuggingFaceH4
Model Typegemma
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   2.1 GB: 4-of-4   0.0 GB
Model ArchitectureGemmaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.39.0.dev0
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

Quantized Models of the Zephyr 7B Gemma V0.1

Model
Likes
Downloads
VRAM
Zephyr 7B Gemma V0.1 GGUF67723 GB

Best Alternatives to Zephyr 7B Gemma V0.1

Best Alternatives
Context / RAM
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Likes
Kaggle Math Model Gemma V112K / 17.1 GB50
Gemma 1.1 7B It8K / 17.1 GB22724275
Gemma 1.1 7B It8K / 17.1 GB84
Gemma 7B It8K / 17.1 GB394410
...emma 7B It Legal Refugiados Es8K / 34 GB50
SeaLLM 7B V2.58K / 17.1 GB876151
Zephyr 7B Gemma DPO Avg8K / 17.1 GB150
Zephyr 7B Gemma Rpo Avg8K / 17.1 GB70
... Codegemma 2 7B It Alpaca V1.38K / 17.1 GB71
... 7B Finetuned Sft Navarasa 2.08K / 34 GB37125
Note: green Score (e.g. "73.2") means that the model is better than HuggingFaceH4/zephyr-7b-gemma-v0.1.

Rank the Zephyr 7B Gemma V0.1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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